2022.1.31 AI papers

01-25-2022	Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection by Suchin Gururangan et al
01-27-2022	Human Interpretation of Saliency-based Explanation Over Text by Hendrik Schuff et al
01-25-2022	Training Vision Transformers with Only 2040 Images by Yun-Hao Cao et al
01-25-2022	Explanatory Learning: Beyond Empiricism in Neural Networks by Antonio Norelli et al
01-25-2022	Convolutional Xformers for Vision by Pranav Jeevan et al
01-27-2022	Reasoning Like Program Executors by Xinyu Pi et al
01-26-2022	Natural Language Descriptions of Deep Visual Features by Evan Hernandez et al
01-26-2022	Dissecting the impact of different loss functions with gradient surgery by Hong Xuan et al
01-27-2022	Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study by Lidia Garrucho et al
01-27-2022	Human-centered mechanism design with Democratic AI by Raphael Koster et al
01-26-2022	Speed, Quality, and the Optimal Timing of Complex Decisions: Field Evidence by Uwe Sunde et al
01-25-2022	Neuro-Symbolic Entropy Regularization by Kareem Ahmed et al
01-26-2022	One Student Knows All Experts Know: From Sparse to Dense by Fuzhao Xue et al
01-25-2022	Optimal estimation of Gaussian DAG models by Ming Gao et al
01-25-2022	Improving the fusion of acoustic and text representations in RNN-T by Chao Zhang et al
01-27-2022	Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation by Jixuan Wang et al
01-27-2022	Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence by Peng Wei et al
01-27-2022	Model Agnostic Interpretability for Multiple Instance Learning by Joseph Early et al
01-26-2022	Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit by Ion Stagkos Efstathiadis et al
01-26-2022	Visualizing the diversity of representations learned by Bayesian neural networks by Dennis Grinwald et al
01-27-2022	An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks by Dominik Müller et al
01-26-2022	Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives by Pierre-Alexandre Mattei et al
01-26-2022	Inference-optimized AI and high performance computing for gravitational wave detection at scale by Pranshu Chaturvedi et al
01-27-2022	Quantile-Based Policy Optimization for Reinforcement Learning by Jinyang Jiang et al
01-26-2022	A deep learning method based on patchwise training for reconstructing temperature field by Xingwen Peng et al
01-26-2022	Towards a Secure and Reliable Federated Learning using Blockchain by Hajar Moudoud et al
01-27-2022	Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification by Feng Yang et al
01-25-2022	Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression by Xiren Zhou et al
01-27-2022	Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions by Saikat Dutta et al
01-25-2022	Virtual Adversarial Training for Semi-supervised Breast Mass Classification by Xuxin Chen et al
01-26-2022	To what extent should we trust AI models when they extrapolate? by Roozbeh Yousefzadeh et al
01-27-2022	Generative Adversarial Exploration for Reinforcement Learning by Weijun Hong et al
01-25-2022	A deep mixture density network for outlier-corrected interpolation of crowd-sourced weather data by Charlie Kirkwood et al
01-25-2022	Language Generation for Broad-Coverage, Explainable Cognitive Systems by Marjorie McShane et al
01-27-2022	Exploring Global Diversity and Local Context for Video Summarization by Yingchao Pan et al
01-27-2022	Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks by Noam Razin et al
01-26-2022	Post-training Quantization for Neural Networks with Provable Guarantees by Jinjie Zhang et al
01-25-2022	Class-Aware Generative Adversarial Transformers for Medical Image Segmentation by Chenyu You et al
01-25-2022	Combining Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning in Robotics by Mohan Sridharan et al
01-27-2022	Achieving Personalized Federated Learning with Sparse Local Models by Tiansheng Huang et al
01-26-2022	Momentum Capsule Networks by Josef Gugglberger et al
01-27-2022	Eye-focused Detection of Bells Palsy in Videos by Sharik Ali Ansari et al
01-27-2022	Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift by Hongrui Liu et al
01-25-2022	Intersectionality Goes Analytical: Taming Combinatorial Explosion Through Type Abstraction by Margaret Burnett et al
01-26-2022	Exploiting Semantic Epsilon Greedy Exploration Strategy in Multi-Agent Reinforcement Learning by Hon Tik Tse et al
01-26-2022	Dynamic Rectification Knowledge Distillation by Fahad Rahman Amik et al
01-28-2022	Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods by Raoul Schönhof et al
01-25-2022	Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality by Alexander Nesterov et al
01-27-2022	Effective Shortcut Technique for GAN by Seung Park et al
01-26-2022	Interactive Image Inpainting Using Semantic Guidance by Wangbo Yu et al
01-25-2022	Semantic Code Classification for Automated Machine Learning by Polina Guseva et al
01-27-2022	Deep Video Prior for Video Consistency and Propagation by Chenyang Lei et al
01-27-2022	The MSXF TTS System for ICASSP 2022 ADD Challenge by Chunyong Yang et al
01-28-2022	Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions by Jiachen Sun et al
01-26-2022	DNNFuser: Generative Pre-Trained Transformer as a Generalized Mapper for Layer Fusion in DNN Accelerators by Sheng-Chun Kao et al
01-27-2022	Constrained Structure Learning for Scene Graph Generation by Daqi Liu et al
01-26-2022	Gap Minimization for Knowledge Sharing and Transfer by Boyu Wang et al
01-25-2022	Whats Wrong with Deep Learning in Tree Search for Combinatorial Optimization by Maximilian Böther et al
01-25-2022	Almost Optimal Variance-Constrained Best Arm Identification by Yunlong Hou et al
01-28-2022	Can Wikipedia Help Offline Reinforcement Learning? by Machel Reid et al
01-25-2022	RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals by Zhi Wu et al
01-26-2022	Jaliscos multiclass land cover analysis and classification using a novel lightweight convnet with real-world multispectral and relief data by Alexander Quevedo et al
01-25-2022	Pre-Trained Language Transformers are Universal Image Classifiers by Rahul Goel et al
01-26-2022	Combining optimal path search with task-dependent learning in a neural network by Tomas Kulvicius et al
01-27-2022	A Probabilistic Framework for Dynamic Object Recognition in 3D Environment With A Novel Continuous Ground Estimation Method by Pouria Mehrabi
01-25-2022	Using Deep Reinforcement Learning for Zero Defect Smart Forging by Yunpeng Ma et al
01-25-2022	Beyond Visual Image: Automated Diagnosis of Pigmented Skin Lesions Combining Clinical Image Features with Patient Data by José G. M. Esgario et al
01-25-2022	Aerospace Human System Integration Evolution over the Last 40 Years by Guy Andre Boy
01-26-2022	Improving robustness and calibration in ensembles with diversity regularization by Hendrik Alexander Mehrtens et al
01-26-2022	An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery by Md. Shirajum Munir et al
01-27-2022	LiteLSTM Architecture for Deep Recurrent Neural Networks by Nelly Elsayed et al
01-26-2022	On the Power of Gradual Network Alignment Using Dual-Perception Similarities by Jin-Duk Park et al
01-26-2022	How Robust are Discriminatively Trained Zero-Shot Learning Models? by Mehmet Kerim Yucel et al
01-27-2022	Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding by Matthew Setzler et al
01-27-2022	A Survey on Visual Transfer Learning using Knowledge Graphs by Sebastian Monka et al
01-27-2022	Chain of Thought Prompting Elicits Reasoning in Large Language Models by Jason Wei et al
01-26-2022	First-Order Context-Specific Likelihood Weighting in Hybrid Probabilistic Logic Programs by Nitesh Kumar et al
01-27-2022	Smart City Defense Game: Strategic Resource Management during Socio-Cyber-Physical Attacks by Dimitrios Sikeridis et al
01-25-2022	Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model by Xiren Zhou et al
01-28-2022	Summarizing Differences between Text Distributions with Natural Language by Ruiqi Zhong et al
01-25-2022	A Cooperation-Aware Lane Change Method for Autonomous Vehicles by Zihao Sheng et al
01-26-2022	Behavior Tree-Based Asynchronous Task Planning for Multiple Mobile Robots using a Data Distribution Service by Seungwoo Jeong et al
01-28-2022	Benchmarking Conventional Vision Models on Neuromorphic Fall Detection and Action Recognition Dataset by Karthik Sivarama Krishnan et al
01-27-2022	Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence by Thomas Guyet et al
01-25-2022	Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts by Sebastian Bordt et al
01-25-2022	Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions by Gengchen Mai et al
01-27-2022	Epistemic AI platform accelerates innovation by connecting biomedical knowledge by Emily Koo et al
01-28-2022	Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks by Lukas Struppek et al
01-25-2022	The Price of Strategyproofing Peer Assessment by Komal Dhull et al
01-25-2022	Online Active Learning with Dynamic Marginal Gain Thresholding by Mariel A. Werner et al
01-27-2022	A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles by Li Yang et al
01-26-2022	Diagnosing AI Explanation Methods with Folk Concepts of Behavior by Alon Jacovi et al
01-27-2022	Online Planning in POMDPs with Self-Improving Simulators by Jinke He et al
01-25-2022	Safe AI -- How is this Possible? by Harald Rueß et al
01-28-2022	Bioinspired Cortex-based Fast Codebook Generation by Meric Yucel et al
01-27-2022	On the Role of Multi-Objective Optimization to the Transit Network Design Problem by Vasco D. Silva et al
01-27-2022	Constrained Variational Policy Optimization for Safe Reinforcement Learning by Zuxin Liu et al
01-26-2022	Internal language model estimation through explicit context vector learning for attention-based encoder-decoder ASR by Yufei Liu et al
01-28-2022	3D-FlowNet: Event-based optical flow estimation with 3D representation by Haixin Sun et al
01-27-2022	Indicative Image Retrieval: Turning Blackbox Learning into Grey by Xulu Zhang et al
01-25-2022	The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems by Laurens Bliek et al
01-28-2022	On the Hidden Biases of Policy Mirror Ascent in Continuous Action Spaces by Amrit Singh Bedi et al
01-25-2022	DebtFree: Minimizing Labeling Cost in Self-Admitted Technical Debt Identification using Semi-Supervised Learning by Huy Tu et al
01-27-2022	Learning Stance Embeddings from Signed Social Graphs by John Pougué-Biyong et al
01-27-2022	Prediction of GPU Failures Under Deep Learning Workloads by Heting Liu et al
01-27-2022	Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences by Dmitri A. Rachkovskij et al
01-25-2022	ML4CO-KIDA: Knowledge Inheritance in Data Aggregation by Zixuan Cao et al
01-26-2022	Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification by Wei-Yao Wang et al
01-27-2022	Exploring Graph Representation of Chorales by Somnuk Phon-Amnuaisuk
01-27-2022	Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences by Yikuan Li et al
01-28-2022	Dynamic Temporal Reconciliation by Reinforcement learning by Himanshi Charotia et al
01-28-2022	Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning by Amit Dhurandhar et al
01-25-2022	Public Information Representation for Adversarial Team Games by Luca Carminati et al
01-28-2022	Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods by Niklas Höpner et al
01-27-2022	DecisionHoldem: Safe Depth-Limited Solving With Diverse Opponents for Imperfect-Information Games by Qibin Zhou et al
01-27-2022	Search Trajectories Networks of Multiobjective Evolutionary Algorithms by Yuri Lavinas et al
01-26-2022	Cybertrust: From Explainable to Actionable and Interpretable AI (AI2) by Stephanie Galaitsi et al
01-27-2022	Fast Interpretable Greedy-Tree Sums (FIGS) by Yan Shuo Tan et al
01-25-2022	Conditional entropy minimization principle for learning domain invariant representation features by Thuan Nguyen et al
01-25-2022	Probability estimation and structured output prediction for learning preferences in last mile delivery by Rocsildes Canoy et al
01-25-2022	MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning by Parand Akbari et al
01-25-2022	Model Generalization in Arrival Runway Occupancy Time Prediction by Feature Equivalences by An-Dan Nguyen et al
01-25-2022	Towards Objective Metrics for Procedurally Generated Video Game Levels by Michael Beukman et al
01-28-2022	Safe Policy Improvement Approaches on Discrete Markov Decision Processes by Philipp Scholl et al
01-28-2022	Gradient Masked Averaging for Federated Learning by Irene Tenison et al
01-26-2022	Discriminative Supervised Subspace Learning for Cross-modal Retrieval by Haoming Zhang et al
01-26-2022	TrustAL: Trustworthy Active Learning using Knowledge Distillation by Beong-woo Kwak et al
01-28-2022	FCMNet: Full Communication Memory Net]{FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems by Yutong Wang et al
01-25-2022	Comparison research on binary relations based on transitive degrees and cluster degrees by Zhaohao Wang et al
01-28-2022	Wassersplines for Stylized Neural Animation by Paul Zhang et al
01-26-2022	DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators by Sheng-Chun Kao et al
01-27-2022	Regionalized optimization by Grégoire Sergeant-Perthuis
01-28-2022	Transfering Hierarchical Structure with Dual Meta Imitation Learning by Chongkai Gao et al
01-27-2022	Empirical Estimates on Hand Manipulation are Recoverable: A Step Towards Individualized and Explainable Robotic Support in Everyday Activities by Alexander Wich et al
01-27-2022	A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment by Xizhe Wang et al